Ensuring Fairness Beyond the Training Data.
Debmalya MandalSamuel DengSuman JanaJeannette M. WingDaniel J. HsuPublished in: NeurIPS (2020)
Keyphrases
- training data
- decision trees
- learning algorithm
- training set
- supervised learning
- data sets
- test data
- test set
- prior knowledge
- training dataset
- domain knowledge
- classification models
- resource allocation
- training instances
- training process
- game theory
- labeled training data
- unlabeled data
- classification accuracy
- class labels
- noisy data
- naive bayes
- support vector machine
- real time